What is TensorFlow
- TensorFlow is Google's open-source, end-to- end machine learning framework.
- TensorFlow can be used to create many different types of machine learning models.
- TensorFlow is especially powerful when working with neural networks.
- It was developed by the Google brain team, and it allows you to build state of the art machine learning applications.
- TensorFlow is compatible with a wide range of hardware and devices.
- TensorFlow models can be trained and deployed across a wide range of hardware, including CPUs, GPUs, and TPUs.
- Single machines or clusters of machines can be used for training TensorFlow models.
- TensorFlow Lite,is specifically for deploying models to mobile and embedded devices.
- TensorFlow.js is a JavaScript library for training and deploying models in the browser and on node.js.
- TensorFlow extended is an end-to-end platform for deploying machine learning pipelines.
- TensorFlow extended can be used to manage machine learning pipelines throughout their entire lifecycle.
Reference: Tutorials | TensorFlow Core
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